Yonghui Xiao

According to our database, Yonghui Xiao authored at least 30 papers between 1991 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition.

Xuan Kan, Yonghui Xiao, Tien-Ju Yang, Nanxin Chen, Rajiv Mathews

CoRR, 2024

Federated Learning of Large ASR Models in the Real World.

Yonghui Xiao, Yuxin Ding, Changwan Ryu, Petr Zadrazil, Françoise Beaufays

CoRR, 2024

FedAQT: Accurate Quantized Training with Federated Learning.

Renkun Ni, Yonghui Xiao, Phoenix Meadowlark, Oleg Rybakov, Tom Goldstein, Ananda Theertha Suresh, Ignacio López-Moreno, Mingqing Chen, Rajiv Mathews

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Online Model Compression for Federated Learning with Large Models.

Tien-Ju Yang, Yonghui Xiao, Giovanni Motta, Françoise Beaufays, Rajiv Mathews, Mingqing Chen

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Federated Pruning: Improving Neural Network Efficiency with Federated Learning.

Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Françoise Beaufays

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Enabling On-Device Training of Speech Recognition Models With Federated Dropout.

Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Françoise Beaufays, Giovanni Motta

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services.

Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai, Masatoshi Yoshikawa

IEEE Trans. Knowl. Data Eng., 2021

2020

PANDA: Policy-aware Location Privacy for Epidemic Surveillance.

Yang Cao, Shun Takagi, Yonghui Xiao, Li Xiong, Masatoshi Yoshikawa

Proc. VLDB Endow., 2020

Customizable and Rigorous Location Privacy through Policy Graph.

Yang Cao, Yonghui Xiao, Shun Takagi, Li Xiong, Masatoshi Yoshikawa, Yilin Shen, Jinfei Liu, Hongxia Jin, Xiaofeng Xu

CoRR, 2020

PGLP: Customizable and Rigorous Location Privacy Through Policy Graph.

Yang Cao, Yonghui Xiao, Shun Takagi, Li Xiong, Masatoshi Yoshikawa, Yilin Shen, Jinfei Liu, Hongxia Jin, Xiaofeng Xu

Proceedings of the Computer Security - ESORICS 2020, 2020

Broadening Differential Privacy for Deep Learning Against Model Inversion Attacks.

Qiuchen Zhang, Jing Ma, Yonghui Xiao, Jian Lou, Li Xiong

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Errata on "Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations".

Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong

IEEE Trans. Knowl. Data Eng., 2019

Quantifying Differential Privacy in Continuous Data Release Under Temporal Correlations.

Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong

IEEE Trans. Knowl. Data Eng., 2019

PriSTE: Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services.

Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai, Masatoshi Yoshikawa

Proc. VLDB Endow., 2019

PriSTE: From Location Privacy to Spatiotemporal Event Privacy.

Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

ConTPL: Controlling Temporal Privacy Leakage in Differentially Private Continuous Data Release.

Yang Cao, Li Xiong, Masatoshi Yoshikawa, Yonghui Xiao, Si Zhang

Proc. VLDB Endow., 2018

2017

LocLok: Location Cloaking with Differential Privacy via Hidden Markov Model.

Yonghui Xiao, Li Xiong, Si Zhang, Yang Cao

Proc. VLDB Endow., 2017

Quantifying Differential Privacy under Temporal Correlations.

Yang Cao, Masatoshi Yoshikawa, Yonghui Xiao, Li Xiong

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016

DPHMM: Customizable Data Release with Differential Privacy via Hidden Markov Model.

Yonghui Xiao, Yilin Shen, Jinfei Liu, Li Xiong, Hongxia Jin, Xiaofeng Xu

CoRR, 2016

A Markov chain based pruning method for predictive range queries.

Xiaofeng Xu, Li Xiong, Vaidy S. Sunderam, Yonghui Xiao

Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2015

Protecting Locations with Differential Privacy under Temporal Correlations.

Yonghui Xiao, Li Xiong

Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015

2014

DPCube: Differentially Private Histogram Release through Multidimensional Partitioning.

Yonghui Xiao, Li Xiong, Liyue Fan, Slawomir Goryczka, Haoran Li

Trans. Data Priv., 2014

Dynamic Differential Privacy for Location based Applications.

Yonghui Xiao, Li Xiong

CoRR, 2014

2013

SHARE: system design and case studies for statistical health information release.

James J. Gardner, Li Xiong, Yonghui Xiao, Jingjing Gao, Andrew R. Post, Xiaoqian Jiang, Lucila Ohno-Machado

J. Am. Medical Informatics Assoc., 2013

2012

Online query answering with differential privacy: a utility-driven approach using Bayesian inference

Yonghui Xiao, Li Xiong

CoRR, 2012

DPCube: Differentially Private Histogram Release through Multidimensional Partitioning

Yonghui Xiao, Li Xiong, Liyue Fan, Slawomir Goryczka

CoRR, 2012

DPCube: Releasing Differentially Private Data Cubes for Health Information.

Yonghui Xiao, James J. Gardner, Li Xiong

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2010

Differentially Private Data Release through Multidimensional Partitioning.

Yonghui Xiao, Li Xiong, Chun Yuan

Proceedings of the Secure Data Management, 7th VLDB Workshop, SDM 2010, Singapore, 2010

1992

An expert system for solvent extraction of rare earths.

Lu Xu, Yonghui Xiao, Deqian Li

J. Chem. Inf. Comput. Sci., 1992

1991

CIAC comprehensive information system of rare earths.

Lu Xu, Guoquan Li, Shuyun Wang, Hong Lu, Huayun Wang, Chang-Yu Hu, Xuhong Jiang, Yonghui Xiao, Yunde Xiao, Xiangyu Lu

J. Chem. Inf. Comput. Sci., 1991